{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11989517","patent":{"patent_number":"US-11989517","title":"Conversational automated machine learning","assignee":null,"inventors":[],"filing_date":"2021-09-13T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06F"],"num_claims":20,"abstract":"Traditional machine learning model development requires significant domain knowledge and time to produce and compare models. The present disclosure provides techniques for performing automated machine learning using a conversational interface. A dataset is identified based on a user selection. A machine learning problem type and an analysis type are determined based on user input provided to the conversational interface. Machine learning algorithms are determined based on the dataset, the machine learning problem type, and the analysis type. A routing slip specifying a sequence of processing steps is generated for each of the machine learning algorithms based on the dataset, problem type, and analysis type. The sequence of processing steps in the routing slip are performed for each of the machine learning algorithms. An accuracy score is determined for each of the machine learning models generated. The accuracy scores are presented to the user via the conversational interface."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Conversational automated machine learning","description":"Traditional machine learning model development requires significant domain knowledge and time to produce and compare models. The present disclosure provides techniques for performing automated machine","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11989517","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11989517","citation_suggestion":"Patentable. \"Conversational automated machine learning\" (US-11989517). https://patentable.app/patents/US-11989517","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11989517","json":"https://patentable.app/api/llm-context/US-11989517","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:42:26.900Z"}